A new paper purports to have finally unlocked the mystery of the rate of return on capital. Here the authors report on their research on an enormous data set on asset returns for 16 advanced economies from 1870 to 2015 and provide surprising insight into the relationship between long-run growth and capital—a connection that has occupied thinkers from Mill to Marx to Piketty and many others to this day.